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Shimin Zhang — software engineer, tinkerer, occasional podcast host.. Shipping software professionally since 2012. Web applications, AI products, a little robotics, a lot of code that had to out-tenure the engineers who came after me [7].
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You are an AI Assistant, but what am I? - Why I tell my Agent I'm an expert at everything
In the second half of 2026, most of us are no longer inserting 'You are a world-class expert in all domains.' 1 in our agents.md files. But as we build more personalized AI features and rely ever more heavily on agents with memory features, we gotta stop
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Inhabited Design, a Skill for the AI Slop Site Problem
The Stanford AI Index 2026 1 recently indicated that more than 50% of web articles are now AI generated. The same is likely true of the new web apps I see on the regular, whether on Show Hacker News, Reddit, or Product Hunt. Purple gradients are the em da
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What I learned asking 11 AI models to grade each other's AI predictions
AI model benchmark fatigue is real. Every week I read the latest model release blog post (I'm lucky if it's only one model this week), skim the bar charts, and do a mental check on whether the Y axis is correctly scaled. What do those 6-pixel height diffe
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